Databases
Databases
Databases
Fri 07.14.23
Databases
Fri 07.14.23
Databases
Databases
Databases
Fri 07.14.23
Databases
Fri 07.14.23
Keywords
scalable algorithms, parallel & distributed data analysis, knowledge representation, database systems, database theory, data integration, data science
Keywords
scalable algorithms, parallel & distributed data analysis, knowledge representation, database systems, database theory, data integration, data science
Keywords
scalable algorithms, parallel & distributed data analysis, knowledge representation, database systems, database theory, data integration, data science
Keywords
scalable algorithms, parallel & distributed data analysis, knowledge representation, database systems, database theory, data integration, data science
Efficient Management of Today and Tomorrow's Data
Databases are systems that manage large amounts of data. Our database researchers study the algorithmic principles that systems to efficiently manage large amounts of data.
Areas of investigation
- data integration
- database systems
- database theory
- knowledge representation
- parallel & distributed data analysis
Efficient Management of Today and Tomorrow's Data
Databases are systems that manage large amounts of data. Our database researchers study the algorithmic principles that systems to efficiently manage large amounts of data.
Areas of investigation
- data integration
- database systems
- database theory
- knowledge representation
- parallel & distributed data analysis
Efficient Management of Today and Tomorrow's Data
Databases are systems that manage large amounts of data. Our database researchers study the algorithmic principles that systems to efficiently manage large amounts of data.
Areas of investigation
- data integration
- database systems
- database theory
- knowledge representation
- parallel & distributed data analysis
Efficient Management of Today and Tomorrow's Data
Databases are systems that manage large amounts of data. Our database researchers study the algorithmic principles that systems to efficiently manage large amounts of data.
Areas of investigation
- data integration
- database systems
- database theory
- knowledge representation
- parallel & distributed data analysis
University-Wide Research Collaboration
The DATA Lab impacts data integration and curation, as well as large-scale and parallel data-centric computing while making open-source data more usable and accessible. Recent research projects include query visualization, data provenance, data discovery, data lake management, ranking over join queries, and scalable approaches to perform inference over uncertain and networked data.
University-Wide Research Collaboration
The DATA Lab impacts data integration and curation, as well as large-scale and parallel data-centric computing while making open-source data more usable and accessible. Recent research projects include query visualization, data provenance, data discovery, data lake management, ranking over join queries, and scalable approaches to perform inference over uncertain and networked data.
University-Wide Research Collaboration
The DATA Lab impacts data integration and curation, as well as large-scale and parallel data-centric computing while making open-source data more usable and accessible. Recent research projects include query visualization, data provenance, data discovery, data lake management, ranking over join queries, and scalable approaches to perform inference over uncertain and networked data.
University-Wide Research Collaboration
The DATA Lab impacts data integration and curation, as well as large-scale and parallel data-centric computing while making open-source data more usable and accessible. Recent research projects include query visualization, data provenance, data discovery, data lake management, ranking over join queries, and scalable approaches to perform inference over uncertain and networked data.
Notable research achievements
- Using efficient computation of quantiles over joins to achieve a generalization of dynamic programming to the ranked enumeration of answers, building a proof-of-concept implementation that beats existing state-of-the-art database systems
- Finding the best way to complete a seed table with information from a large repository of tables of unknown quality and relevance by focusing on table discovery and integration using a new paradigm called “table-as-query”
- Investigating algebraic properties that allow algorithms to compress data before handing the data over to a learning module with a new approach that becomes an inexpensive pre-processing step for any existing label propagation method and removes the current dependence on heuristics
Notable research achievements
- Using efficient computation of quantiles over joins to achieve a generalization of dynamic programming to the ranked enumeration of answers, building a proof-of-concept implementation that beats existing state-of-the-art database systems
- Finding the best way to complete a seed table with information from a large repository of tables of unknown quality and relevance by focusing on table discovery and integration using a new paradigm called “table-as-query”
- Investigating algebraic properties that allow algorithms to compress data before handing the data over to a learning module with a new approach that becomes an inexpensive pre-processing step for any existing label propagation method and removes the current dependence on heuristics
Notable research achievements
- Using efficient computation of quantiles over joins to achieve a generalization of dynamic programming to the ranked enumeration of answers, building a proof-of-concept implementation that beats existing state-of-the-art database systems
- Finding the best way to complete a seed table with information from a large repository of tables of unknown quality and relevance by focusing on table discovery and integration using a new paradigm called “table-as-query”
- Investigating algebraic properties that allow algorithms to compress data before handing the data over to a learning module with a new approach that becomes an inexpensive pre-processing step for any existing label propagation method and removes the current dependence on heuristics
Notable research achievements
- Using efficient computation of quantiles over joins to achieve a generalization of dynamic programming to the ranked enumeration of answers, building a proof-of-concept implementation that beats existing state-of-the-art database systems
- Finding the best way to complete a seed table with information from a large repository of tables of unknown quality and relevance by focusing on table discovery and integration using a new paradigm called “table-as-query”
- Investigating algebraic properties that allow algorithms to compress data before handing the data over to a learning module with a new approach that becomes an inexpensive pre-processing step for any existing label propagation method and removes the current dependence on heuristics
Featured Research
Featured Research
People
People
© 2024 Northeastern University
Khoury Social
Contact Khoury
440 Huntington Avenue, 202 West Village H
Boston, MA 02115
617.373.2462
TTY: 617.373.3768
Khoury Social
Contact Khoury
440 Huntington Avenue, 202 West Village H
Boston, MA 02115
617.373.2462
TTY: 617.373.3768
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About
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Experiential Learning
Research
Life at Khoury
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About
Programs
Experiential Learning
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Life at Khoury
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© 2024 Northeastern University
Khoury Social
Contact Khoury
440 Huntington Avenue, 202 West Village H
Boston, MA 02115
617.373.2462
TTY: 617.373.3768
Khoury Social
Contact Khoury
440 Huntington Avenue, 202 West Village H
Boston, MA 02115
617.373.2462
TTY: 617.373.3768
x
x
About
Programs
Experiential Learning
Research
Life at Khoury
Information for...
x
About
Programs
Experiential Learning
Research
Life at Khoury
Information for...